为可演化本体建模的代理技术

G. Rajakaruna, K. D. Saminda, H. K. S. R.C. Kumara, P. Athukorala, W. Wijayaweera, A. Karunananda
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引用次数: 2

摘要

本体作为一种构建复杂系统知识来源的有力方法,正日益受到人们的欢迎。可演化本体的建模是几十年来的一个研究挑战。本文介绍了如何使用代理技术在它们执行时更新它们的本体。这个解决方案一开始就被设计为在原始本体上工作。代理之间的交互根据用户的干预更新本体。分别使用proprot和JADE实现可进化本体和agent。该解决方案还使用移动技术,当所需用户在所需时间未连接到系统时同步最终用户通信。这样可以最大限度地减少代理对资源的利用,还可以及时向不活动的团队成员发出通知。该系统已被用于组织一次展览,并展示了不断发展的本体的力量,以交流以前未见过的方面,并在一般情况下纳入规划任务的紧急需求。我们的解决方案能够在最终用户参加正式会议之前有效地更新他们的本体。
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Agent technology to model evolvable ontologies
Ontology is becoming popular as a powerful way to structure the knowledge sources for complex systems. Modeling of evolvable ontologies turns out to be a research challenge for many decades. This paper presents how the agent technology can be used to update their ontologies while they are in execution. This solution has been designed to work on a primitive ontology at the beginning. Interaction among the agents updates the ontology as per the user intervention. Protégé and JADE have been used to implement the evolvable ontology and the agents respectively. The solution also uses mobile technology to synchronize the end user communication when the desired users are not connected on to the system at a required time. This amounts to minimize resource utilization by the agent, and also to enable notifications to the inactive team members in a timely manner. The system has been used to organize an exhibition, and shown the power of evolving ontology to communicate previously unseen aspects and also to incorporate emergent needs of a planning task in general. Our solution has been able to effectively update ontologies of end users before they come for a formal meeting.
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